Denoising diffusion probabilistic models for 3D medical image generation

Khader, Firas; Müller‐Franzes, Gustav; Tayebi Arasteh, Soroosh; Han, Tianyu; Haarburger, Christoph; Schulze‐Hagen, Maximilian; Schad, Philipp; Engelhardt, Sandy; Baeßler, Bettina; Foersch, Sebastian; Stegmaier, Johannes; Kühl, Christiane; Nebelung, Sven; Nikolas Kather, Jakob; Truhn, Daniel

doi:10.1038/s41598-023-34341-2

Public

Denoising diffusion probabilistic models for 3D medical image generation

Published in Scientific Reports • May 5, 2023

Authors:

Firas Khader

Gustav Müller‐Franzes

Soroosh Tayebi Arasteh

Abstract

Recent advances in computer vision have shown promising results in image generation. Diffusion probabilistic models have generated realistic images from textual input, as demonstrated by DALL-E 2, Imagen, and Stable Diffusion. However, their use in medicine, where imaging data typically comprises th...

Subject

Computer science

Probabilistic logic

Artificial intelligence

Research Assistant

AI chat, annotations, notes & similar papers

Finding related papers...

Discussions

(0)

No comments yet

Be the first to share your thoughts!